LiveVision
Shelf Scan
Detect and count retail products on a shelf photo.
Given a photo of a store shelf, return bounding boxes and SKU counts. Scored on mean average precision against a held-out set of shelves.
- Solved by
- 128 people
- Highest score
- 0.942
- Submissions
- 341
- Closes
- Sep 12
Rules
- ▸No external APIs at inference time.
- ▸Model must run within a single Nebius Serverless job.
- ▸200ms budget per frame at 1080p.
Success metrics
- ▸mAP@0.5 above 0.85 on the public split.
- ▸Stable counts across lighting variations.